The Direct Index
Report · Miami dentists, clinics and vets · scanned 2026-10-17

Dr. Dev Vibhakar, DO, FACS

realself.com is largely invisible to agents.

Listed by Overture Maps.

CallWebsite

Ways to reach Dr. Dev Vibhakar, DO, FACS directly, with no marketplace in between. Checked 2026-10-17. Report a mistake

1441 Brickell Ave Ste 301, 33131, Miami · +13059181750

Prices: 6 prices on the site, the middle one $1,250

Owners

The website's grade

AI assistants can't open Dr. Dev Vibhakar, DO, FACS's website, so they go by what other sites say about it.

18.5%

12 of 65 points available

–

agent-readiness level

5

things to fix

Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.

See what an AI agent reads on this site →

What the site tells visitors Measured, not scored

These don't change the grade.

6 prices on the landing page, the middle one $1,250.

In Miami, the middle price of comparable sites that show prices is $99.50.

Every city compared →
Assistants

What assistants answer

Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.

The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.

Where it stands

How Dr. Dev Vibhakar, DO, FACS compares

Where it stands

2,463 of 2,809 in Miami dentists, clinics and vets

Top 88% of the sites scanned in this index. Just above: Coral Gables Podiatry Center F, Dr. Carlos R. Fiallo F. Just below: Joaquin A Gomez PA F, Josephina Perez-Castro P.A Anaga Psychotherapy Center F.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain100%no
Publish the menu or price list as HTML5%no
Let AI crawlers in (no block at the server or in robots.txt)95%no
Structured data with address, phone and hours42%no
Have an llms.txt41%no

The top 10% are the 298 highest-scoring reachable sites in the index at the last update.

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Enso Plastic Surgery73 mDno
BECA Breast Enhancement Centers of America - Miami83 mCyes
Chimera Care International, Inc.173 mDno
CASA PRIVÉE180 mByes
Dr. Jose Almeida199 mByes
Beth S. Patterson, LPC - ONLINE THERAPY FOR CO. RESIDENTS. MINDFULNESS COACH U.S.305 mFno
Brickell Rheumatology Wellness Center - Miami Rheumatology313 mCyes
Dermacare Brickell314 mCyes
HealthNomics375 mFno
PRP Injection MD397 mByes
Businesses like yours

Businesses like Dr. Dev Vibhakar, DO, FACS in Miami dentists, clinics and vets

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Miami dentists, clinics and vets2,80950%22%18.5%

The best of the businesses of the same kind in Miami dentists, clinics and vets

Alternative Medical Center A 95.4% · Del Campo Dermatology & Laser Institute A 95.4% · James M. Bullock, Md A 90.8% · Zayas Dental A 90.8% · Aventura Dermatology A 89.2%

After the top fixes

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No online booking link on the website; No list of services and prices found), the score would be about 90.8%. That would be 3rd of 2,809 in Miami dentists, clinics and vets, up from 2463rd.

Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.

Findings

What to fix first

  1. The site turns away every visitor that isn't a browser, AI agents included +25 points

    A plain fetch was refused (challenge:px-captcha). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. How to fix it

  2. No online booking link on the website +15 points

    There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add an online appointment page on your own domain. How to fix it

  3. No list of services and prices found +7 points

    Agents answer 'what do they treat and what does it cost?' from directories instead. Add a page that lists services and prices as text, and link to it from the homepage. How to fix it

  4. Structured data is incomplete +3 points

    Missing: opening hours. How to fix it

  5. The phone number on the site doesn't match the open map data

    The site shows +1 561-594-0485, but OpenStreetMap or Overture Maps lists +13059181750. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

Send the fixes to your web person

One email with the fixes and the link. Nothing is stored.

No one is listed yet to fix this in Miami dentists, clinics and vets. List your agency or yourself. It's free, and every listing is reviewed by hand.

Already right

Builder: unknown · Front: cloudflare · A plain fetch got challenge:px-captcha; a real browser got the page, so the scan continues on the rendered page.

Fix kit

What to paste

Filled in from the business's own record and this scan. Check every line before it goes live. The guides show where it goes on your builder.

Show the code to paste

Structured data (JSON-LD)

Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "LocalBusiness",
  "name": "Dr. Dev Vibhakar, DO, FACS",
  "url": "https://www.realself.com/dr/dev-vibhakar-miami-fl",
  "telephone": "+13059181750",
  "address": "1441 Brickell Ave Ste 301, 33131, Miami",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 25.75921784,
    "longitude": -80.19223537
  }
}
</script>
Owners

Own this business?

If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. You get a message only when the score changes.

Rescan now · Markdown · Dispute a check

Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.

Show the score

Owners who score well put the badge on their site. It links back here and updates with every scan.

Agent-Direct Score F

<a href="https://directindex.org/r/realself.com"><img src="https://directindex.org/badge/realself.com.svg" alt="Agent-Direct Score F" width="236" height="40"></a>
For developers and agents

What agents get, and what the site publishes

The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.

Show the details
The direct record

What agents get for Dr. Dev Vibhakar, DO, FACS

No direct path on record: the scan of 2026-10-17 found no booking or ordering link on realself.com or on a vendor's site. The same record is served as JSON at /api/direct/realself.com, through the MCP tool direct_record and in the city feed /city/miami-clinics/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menunone on record
Hoursnone on record
Phone+13059181750

Owners: claim the business below to correct this record; the claim email carries the link.

Transactable

Can an agent transact?

Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.

UCP profile
/.well-known/ucp, Google and Shopify's Universal Commerce Protocol
no
ACP discovery document
/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol
no
MCP server card
/.well-known/mcp/server-card.json
no
Ordering vendor that takes agent orders
Square, Toast, or a vendor whose terms allow agents
no

Only a real browser got this page (a plain fetch got challenge:px-captcha); Readable and Actionable were measured on the rendered page.

Agent readiness

Not measured

These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward the score. Each missing item links to a how-to. Cloudflare's report.

JSON-LD for the businessyes